LTX 2.3 IC-LoRA Camera Control in ComfyUI | Camera Motion Transfer

Recreates cinematic camera motion with smooth, controllable precision.

Who it's for: creators who want this pipeline in ComfyUI without assembling nodes from scratch. Not for: one-click results with zero tuning - you still choose inputs, prompts, and settings.

Open preloaded workflow on RunComfy

Open preloaded workflow on RunComfy (browser)

Why RunComfy first
- Fewer missing-node surprises - run the graph in a managed environment before you mirror it locally.
- Quick GPU tryout - useful if your local VRAM or install time is the bottleneck.
- Matches the published JSON - the zip follows the same runnable workflow you can open on RunComfy.

When downloading for local ComfyUI makes sense - you want full control over models on disk, batch scripting, or offline runs.

How to use (local ComfyUI)
1. Load inputs (images/video/audio) in the marked loader nodes.
2. Set prompts, resolution, and seeds; start with a short test run.
3. Export from the Save / Write nodes shown in the graph.

Expectations - First run may pull large weights; cloud runs may require a free RunComfy account.

Overview

This advanced workflow helps you create stunning AI videos with realistic and smooth camera movements. By analyzing a reference video, it reproduces pans, zooms, tilts, and dolly shots in new generated clips. You can fine-tune motion intensity for total creative control while maintaining subject integrity and scene coherence. Perfect for filmmakers, VFX artists, and AI creators seeking precision-controlled camera motion. It simplifies complex cinematography and improves output realism for storytelling projects. Experience smooth, natural, and consistent results in every generated shot.

Important nodes:

Key nodes in Comfyui LTX 2.3 IC-LoRA Camera Control workflow

VHS_LoadVideo (#5983)

Loads the reference clip that supplies camera motion. Use it to pick the exact segment whose trajectory you want to transfer and to align effective frame rate with your target. Short, stable, single-shot inputs give the most predictable motion transfer. If needed, trim the reference or reduce the frame cap to iterate faster.

LTXICLoRALoaderModelOnly (#5924)

Injects the LTX 2.3 IC-LoRA Camera Control adapter into the base model and exposes a latent downscale factor the graph uses for efficiency. Increase its strength to adhere more strictly to the reference camera path; lower it when you want the prompt to loosen the motion. Keep model and adapter versions matched for best results. Changing adapters mid-project will change how the camera is interpreted.

LTXAddVideoICLoRAGuide (#5899)

Attaches the IC-LoRA guidance to both the conditioning and the latent. The key control here is motion strength, which governs how faithfully the generated camera follows the reference. Raise it for exact transfers and technical matches, lower it for creative reinterpretations. Combine with a strong subject prompt to preserve composition while allowing micro-variation.

LTXVImgToVideoConditionOnly (#5904)

Turns a still image into appearance-only guidance without imposing motion, ideal for locking character, palette, or art direction. Increase adherence if the first frame drifts from your still, decrease it if the look is over-constrained. This node is optional; omit the still when you want the prompt and IC-LoRA to drive the look entirely.

SamplerCustom (#561)

Runs denoising with your chosen sampler and sigma curve. Pair samplers like euler_ancestral_cfg_pp from KSamplerSelect (#154) with the provided sigma schedule for balanced detail and temporal stability. If you push motion strength high, consider gentler schedules to avoid overcorrection. Re-seed to explore alternates while keeping the same camera path.

VHS_VideoCombine (#604)

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Notes

LTX 2.3 IC-LoRA Camera Control in ComfyUI | Camera Motion Transfer - see RunComfy page for the latest node requirements.